Support Vector Machines

A slecture by student Tao Jiang

Partly based on the ECE662 Spring 2014 lecture material of Prof. Mireille Boutin


Contents

  1. Basic ideas of SVM
  2. Slack Variables
  3. How to solve SVM (Quadratic Programming Problem)
  4. Multi-classification
  5. Choosing Parameters

Link to Video on Youtube

References:



Questions and comments

If you have any questions, comments, etc. please post them on this page.


ECE662, Back to Spring 2014

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Basic linear algebra uncovers and clarifies very important geometry and algebra.

Dr. Paul Garrett